Time-series related works

Reconstructing high derivatives of noisy time-series

Typical high derivatives reconstruction results for a relative noise of 5%. The yellow regions represent the confidence interval associated to the estimation of the high derivatives.

For more details, refer to the [paper].

Sparse Dynamical Features generation applied to Parkinson disease diagnosis

The protocal used in the data collection for the diagnosis of the parkinson disease.

The sparse features generation in the overall workflow

Notice that these results are obtained using only two features!

For more details, refer to the [paper].